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        "description": "# Anipose\n\n[![PyPI version](https://badge.fury.io/py/anipose.svg)](https://badge.fury.io/py/anipose)\n\nAnipose is an open-source toolkit for robust, markerless 3D pose estimation of animal behavior from multiple camera views. It leverages the machine learning toolbox [DeepLabCut](https://github.com/AlexEMG/DeepLabCut) to track keypoints in 2D, then triangulates across camera views to estimate 3D pose.\n\nCheck out the [Anipose preprint](https://www.biorxiv.org/content/10.1101/2020.05.26.117325v1) for more information.\n\nThe name Anipose comes from **Ani**mal **Pose**, but it also sounds like \"any pose\".\n\n## Documentation\n\nUp to date documentation may be found at [anipose.org](http://anipose.org) .\n\n## Demos\n\n<p align=\"center\">\n<img src=\"https://raw.githubusercontent.com/lambdaloop/anipose-docs/master/tracking_3cams_full_slower5.gif\" width=\"70%\" >\n</p>\n<p align=\"center\">\nVideos of flies by Evyn Dickinson (slowed 5x), <a href=http://faculty.washington.edu/tuthill/>Tuthill Lab</a>\n</p>\n\n<p align=\"center\">\n<img src=\"https://raw.githubusercontent.com/lambdaloop/anipose-docs/master/hand-demo.gif\" width=\"70%\" >\n</p>\n<p align=\"center\">\nVideos of hand by Katie Rupp\n</p>\n\n\n\n## References\n\nHere are some references for DeepLabCut and other things this project relies upon:\n- Mathis et al, 2018, \"DeepLabCut: markerless pose estimation of user-defined body parts with deep learning\"\n- Romero-Ramirez et al, 2018, \"Speeded up detection of squared fiducial markers\"\n\n\n",
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